{"id":"W3168774651","doi":"10.1093/rheumatology/keab492","title":"Autoantibody profiles delineate distinct subsets of scleromyositis","year":2021,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Montreal Neurological Institute and Hospital; Université de Montréal; University of Calgary; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Autoantibody; Medicine; Internal medicine; Immunology; Pathology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001500796,0.0001787337,0.0004648119,0.00006524209,0.0000872888,0.00002663497,0.00009133994,0.0001196699,0.0005039821],"category_scores_gemma":[0.0001067612,0.0001654611,0.0001751798,0.0002447102,0.00008831184,0.000093799,0.00009231937,0.0001769441,0.000114544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003163334,"about_ca_system_score_gemma":0.0001888599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004084374,"about_ca_topic_score_gemma":0.00001500512,"domain_scores_codex":[0.9985588,0.00006668462,0.000445771,0.000287022,0.0003300198,0.0003116876],"domain_scores_gemma":[0.9988832,0.00004791827,0.0001210669,0.0004732329,0.0003285401,0.0001459923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000541378,0.0007752432,0.6500227,0.002393654,0.0005575523,0.01190398,0.001268594,0.00001798225,0.2787059,0.006588356,0.02404459,0.02318002],"study_design_scores_gemma":[0.00286073,0.0001893057,0.7576312,0.0008449521,0.0002689471,0.001959897,0.0002560366,0.001188658,0.198082,0.0001704305,0.036125,0.000422931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896618,0.001064841,0.0004065533,0.0009135556,0.0002455897,0.000230858,0.0001023947,0.0001120276,0.007262412],"genre_scores_gemma":[0.9951863,0.0001140772,0.00263004,0.0004325807,0.0002526586,0.00001575329,0.0002871544,0.0000361731,0.001045229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076084,"threshold_uncertainty_score":0.674731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429066095620443,"score_gpt":0.2618064676575972,"score_spread":0.2475158067013928,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}